This repo will show

• How to break a monolithic into a microservice
• How to deploy a microservice in local Docker Desktop
• How to deploy a microservice in local Kubernetes Cluster
• How to deploy a microservice in Azure Container Instances
• How to deploy a microservice in Azure Kubernetes Cluster [ with and without ingress ]
• How to deploy a microservice in Azure Container Apps
• How to deploy a microservice in AWS Fargate
• How to deploy a microservice in AWS EKS

Folders

• redwine-streamlit-monolithic has the UI as well as the code with it. This is a monolithic application

• redwine-streamlit-server is a microservice implementation with the microservice implemented in Python using Flask framework. The functions are

  • predict - which uses a deep learning model to predict the quality of redwine
  • hello - test function to test the deployment is done correctly

• redwine-client is a console based application which calls the the microservice implemented in redwine-streamlit-server

• redwine-streamlit is a Streamlit based application which calls the the microservice implemented in redwine-streamlit-server

redwine-streamlit-server

FileName	Description
app.py	Has the microservice implementation
Dockerfile	Docker file for the microservice to produce a container image
requirements.txt	The libraries required for the Dockerfile are present in the requirements.txt. The Dockerfile uses the requirements.txt
docker-steps.md	The steps required to deploy the microservices container in the local Docker Desktop and the local Docker Kubernetes cluster
redwine-local.yaml	The YAML file which we would be using in the local Kubernetes cluster

---

Deployment to Azure

FileName	Description
azure_deployment_steps_redwine_flask.md	Has the steps for the deployment into Azure Container Instances
service_principal_aks_steps.md	Has the steps for the deployment into Azure Kubernetes Services using the Service Principal
redwine-azure.yaml	Has the YAML for the pods , service for deployment into AKS. This deployment does not include the deployment of the ingress controller
azure-ingress.md	Has the steps for the deployment into Azure Kubernetes Services for the NGINX ingress controller. This installs the NGINX ingress controller through helm charts
azure_container_apps.md	Has the steps for the deployment into Azure Container Apps
redwine-azure.yaml	Has the YAML for the pods , service for deployment into AKS. This deployment does not include the deployment of the ingress controller
redwine-azure-ingress.yaml	Has the YAML for the pods , service and ingress for deployment into AKS. .

---

Deployment to AWS

FileName	Description
aws-steps.md	Has the steps for the deployment into AWS Fargate and AWS EKS
redwine-eks-ingress.yaml	Has the YAML for the pods , service and the ingress